The focus of this article is on ways machine learning can improve the trade lifecycle and aid the trader in their job role.
Why Cluster Analysis and Why now? Machine Learning in Equity Trading
Machine Learning Cluster Analysis is a fully data driven approach to identify groups of instruments that perform similarly over short periods of time. This method is used to reduce the instrument universe required to perform data-driven operations.
What is the value of data at the trading desk?
Historically, many decisions taken by traders have relied on subjective expertise, which is influenced by individual bias and emotion. Today, data eliminates that problem, offering more transparency in trading decisions.
Machine Learning Equity Trading Clustering
Find out more on our application of Machine Learning to Equity Trading and discover most optimal strategy for Clustering Equity instruments.
Trading Resilience Using Machine Learning and Test Automation
There is no doubt that financial markets are increasing in complexity. Much of this complexity is fuelled by the digital transformation and adoption of emerging technologies that are at the top of many financial institution’s strategic agendas.
Big data challenges in financial services
Artificial intelligence (AI) and machine learning (ML) are transforming the e-trading landscape in capital markets. The availability, consistency, and consumption of high-quality data are the foundation of any AI/ML model. But what challenges do these big data themes bring to the industry?
DZ Bank AG selects Quod Financial’s Multi-Asset OMS / EMS to power their trading
DZ Bank decided to seek a technology provider who could offer a true Multi-Asset trading platform across Equities, Derivatives, Fixed Income and FX for the bank. The strategic goals of this project are to cover from in a comprehensive way Front-to-Middle office functions on a multi-asset basis, improving automation and intelligence across desks, and lowering costs through consolidation.
AI/ML Whitepaper – Machine Learning and Artificial Intelligence in Trading and Execution
Quod Financial has released a new white-paper on Machine Learning & Artificial Intelligence in Trading and Execution. Machine Learning & AI for Trading and Execution: Interest in Artificial Intelligence (AI) is exploding and all businesses consider it to be a future-reshaping initiative. In this white-paper we explore: Origin of modern AI/ML What is Machine Learning A path to building Machine … Read More